{"id":"W7045379233","doi":"","title":"Analyzing Nitrogen in Silicate Glasses by Secondary Ion Mass Spectrometry","year":2016,"lang":"en","type":"dissertation","venue":"Arizona State University Library Digital Repository (Arizona State University)","topic":"Scientific and Engineering Research Topics","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; National Science Foundation","keywords":"Nitrogen; Volcano; Silicate glass; Silicate; Rhyolite; Flux (metallurgy); Basalt; Analytical Chemistry (journal)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001147779,0.0008066912,0.0007953875,0.002563501,0.0005651705,0.0007939464,0.001685059,0.0004918785,0.0003126074],"category_scores_gemma":[0.00004865923,0.0009467172,0.0004759071,0.002203133,0.0003027896,0.006080444,0.0004708753,0.00124149,0.0002631125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009211327,"about_ca_system_score_gemma":0.0009150967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002628215,"about_ca_topic_score_gemma":0.0001164477,"domain_scores_codex":[0.9956082,0.0002058027,0.0005717038,0.001560969,0.0008395,0.001213808],"domain_scores_gemma":[0.9975097,0.0003365566,0.0004700813,0.0008599208,0.0001716073,0.0006521008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01669985,0.003073935,0.4235839,0.00439823,0.006822722,0.1013799,0.003676916,0.0009564938,0.1856371,0.007361367,0.1779126,0.06849703],"study_design_scores_gemma":[0.0103078,0.001174143,0.04515304,0.00182692,0.0005658169,0.000168754,0.01187101,0.0004603608,0.1098441,0.01067155,0.8007825,0.007173958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.800149,0.0003131788,0.0009546853,0.00005497927,0.00121777,0.0004503246,0.002905904,0.0005498107,0.1934044],"genre_scores_gemma":[0.364838,0.0006199622,0.0002167906,0.000008547763,0.0000922394,6.815453e-7,0.003197331,0.000143825,0.6308826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6228699,"threshold_uncertainty_score":0.9992983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005005583476355891,"score_gpt":0.1829200057018454,"score_spread":0.1779144222254895,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}